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Neural Networks

11,723 papers

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Papers

Detection of Glottal Closure Instants from Raw Speech Using Convolutional Neural Networks INTERSPEECH 2019
Direct Neuron-Wise Fusion of Cognate Neural Networks INTERSPEECH 2019
Two Tiered Distributed Training Algorithm for Acoustic Modeling INTERSPEECH 2019
Framewise Supervised Training Towards End-to-End Speech Recognition Models: First Results INTERSPEECH 2019
Analysis of Deep Learning Architectures for Cross-Corpus Speech Emotion Recognition INTERSPEECH 2019
Employing Bottleneck and Convolutional Features for Speech-Based Physical Load Detection on Limited Data Amounts INTERSPEECH 2019
Deep Learning of Segment-Level Feature Representation with Multiple Instance Learning for Utterance-Level Speech Emotion Recognition INTERSPEECH 2019
Towards Robust Speech Emotion Recognition Using Deep Residual Networks for Speech Enhancement INTERSPEECH 2019
Neural Network-Based Modeling of Phonetic Durations INTERSPEECH 2019
UNetGAN: A Robust Speech Enhancement Approach in Time Domain for Extremely Low Signal-to-Noise Ratio Condition INTERSPEECH 2019
A Convolutional Neural Network with Non-Local Module for Speech Enhancement INTERSPEECH 2019
KL-Divergence Regularized Deep Neural Network Adaptation for Low-Resource Speaker-Dependent Speech Enhancement INTERSPEECH 2019
Speech Enhancement with Wide Residual Networks in Reverberant Environments INTERSPEECH 2019
A Non-Causal FFTNet Architecture for Speech Enhancement INTERSPEECH 2019
A Deep Learning Approach to Automatic Characterisation of Rhythm in Non-Native English Speech INTERSPEECH 2019
Prosodic Representations of Prominence Classification Neural Networks and Autoencoders Using Bottleneck Features INTERSPEECH 2019
Direct F0 Estimation with Neural-Network-Based Regression INTERSPEECH 2019
Fully-Convolutional Network for Pitch Estimation of Speech Signals INTERSPEECH 2019
Vocal Pitch Extraction in Polyphonic Music Using Convolutional Residual Network INTERSPEECH 2019
Small-Footprint Magic Word Detection Method Using Convolutional LSTM Neural Network INTERSPEECH 2019
Two-Dimensional Convolutional Recurrent Neural Networks for Speech Activity Detection INTERSPEECH 2019
Unified Language-Independent DNN-Based G2P Converter INTERSPEECH 2019
Polyphone Disambiguation for Mandarin Chinese Using Conditional Neural Network with Multi-Level Embedding Features INTERSPEECH 2019
Multi-Dialect Acoustic Modeling Using Phone Mapping and Online i-Vectors INTERSPEECH 2019
Sub-Band Convolutional Neural Networks for Small-Footprint Spoken Term Classification INTERSPEECH 2019